{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "e23624ed",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib\n",
    "import matplotlib.pyplot as plt\n",
    "plt.rcParams['font.sans-serif']=['SimHei']\n",
    "plt.rcParams['axes.unicode_minus']=False"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "3c8f95b0",
   "metadata": {},
   "outputs": [],
   "source": [
    "data=pd.read_excel('第二章 图表(前15).xlsx',sheet_name='4 标注柱形图',usecols=\"B,C\",skiprows=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "7107cefa",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>月份</th>\n",
       "      <th>销量</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>口红</td>\n",
       "      <td>9221</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>面膜</td>\n",
       "      <td>5102</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>隔离</td>\n",
       "      <td>6571</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>防晒</td>\n",
       "      <td>5760</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>精华</td>\n",
       "      <td>6321</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>面霜</td>\n",
       "      <td>8612</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>眼影</td>\n",
       "      <td>2645</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>气垫</td>\n",
       "      <td>5321</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   月份    销量\n",
       "0  口红  9221\n",
       "1  面膜  5102\n",
       "2  隔离  6571\n",
       "3  防晒  5760\n",
       "4  精华  6321\n",
       "5  面霜  8612\n",
       "6  眼影  2645\n",
       "7  气垫  5321"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "dfcde001",
   "metadata": {},
   "outputs": [],
   "source": [
    "def gradient_image(ax, direction=0.3, cmap_range=(0, 1), **kwargs):\n",
    "    phi = direction * np.pi / 2\n",
    "    v = np.array([np.cos(phi), np.sin(phi)])\n",
    "    X = np.array([[v @ [1, 0], v @ [1, 1]],\n",
    "                  [v @ [0, 0], v @ [0, 1]]])\n",
    "    a, b = cmap_range\n",
    "    X = a + (b - a) / X.max() * X\n",
    "    im = ax.imshow(X, interpolation='bicubic', clim=(0, 1),\n",
    "                   aspect='auto', **kwargs)\n",
    "    return im\n",
    "def gradient_bar(ax, x, y, width=0.5, bottom=0):\n",
    "    for left, top in zip(x, y):\n",
    "        right = left + width\n",
    "        gradient_image(ax, extent=(left, right, bottom, top),\n",
    "                       cmap=plt.cm.Blues_r, cmap_range=(0, 0.8))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "31c84562",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()\n",
    "ax.set(xlim=(-0.5, 8), ylim=(0, 10000))\n",
    "plt.xlabel('月份')\n",
    "plt.ylabel('销量')\n",
    "x = data[\"月份\"].values\n",
    "y = data[\"销量\"]\n",
    "gradient_bar(ax,np.arange(8), y, width=0.5)\n",
    "plt.title('2021年商品销量情况\\n口红销量最好达9221，是眼影最低值2645近3.5倍')\n",
    "for a,b in zip(np.arange(8)+0.25,y):   #柱子上的数字显示\n",
    "    plt.text(a,b,'%.2f'%b,ha='center',va='bottom',fontsize=10);\n",
    "plt.xticks(np.arange(8),x)\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
